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# Copyright (c) Microsoft. All rights reserved.
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import asyncio
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from random import randint
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from typing import Annotated
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from agent_framework import ChatClientAgent
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from agent_framework.openai import OpenAIAssistantsClient
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from pydantic import Field
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def get_weather(
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location: Annotated[str, Field(description="The location to get the weather for.")],
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) -> str:
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"""Get the weather for a given location."""
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conditions = ["sunny", "cloudy", "rainy", "stormy"]
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return f"The weather in {location} is {conditions[randint(0, 3)]} with a high of {randint(10, 30)}°C."
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async def non_streaming_example() -> None:
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"""Example of non-streaming response (get the complete result at once)."""
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print("=== Non-streaming Response Example ===")
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# Since no assistant ID is provided, the assistant will be automatically created
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# and deleted after getting a response
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async with ChatClientAgent(
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chat_client=OpenAIAssistantsClient(),
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instructions="You are a helpful weather agent.",
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tools=get_weather,
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) as agent:
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query = "What's the weather like in Seattle?"
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print(f"User: {query}")
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result = await agent.run(query)
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print(f"Agent: {result}\n")
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async def streaming_example() -> None:
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"""Example of streaming response (get results as they are generated)."""
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print("=== Streaming Response Example ===")
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# Since no assistant ID is provided, the assistant will be automatically created
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# and deleted after getting a response
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async with ChatClientAgent(
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chat_client=OpenAIAssistantsClient(),
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instructions="You are a helpful weather agent.",
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tools=get_weather,
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) as agent:
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query = "What's the weather like in Portland?"
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print(f"User: {query}")
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print("Agent: ", end="", flush=True)
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async for chunk in agent.run_stream(query):
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if chunk.text:
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print(chunk.text, end="", flush=True)
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print("\n")
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async def main() -> None:
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print("=== Basic OpenAI Assistants Chat Client Agent Example ===")
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await non_streaming_example()
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await streaming_example()
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if __name__ == "__main__":
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asyncio.run(main())
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-58
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# Copyright (c) Microsoft. All rights reserved.
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import asyncio
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from agent_framework import AgentRunResponseUpdate, ChatClientAgent, HostedCodeInterpreterTool
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from agent_framework.openai import OpenAIAssistantsClient
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from openai.types.beta.threads.runs import (
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CodeInterpreterToolCallDelta,
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RunStepDelta,
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RunStepDeltaEvent,
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ToolCallDeltaObject,
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)
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from openai.types.beta.threads.runs.code_interpreter_tool_call_delta import CodeInterpreter
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def get_code_interpreter_chunk(chunk: AgentRunResponseUpdate) -> str | None:
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"""Helper method to access code interpreter data."""
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if (
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isinstance(chunk.raw_representation, RunStepDeltaEvent)
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and isinstance(chunk.raw_representation.delta, RunStepDelta)
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and isinstance(chunk.raw_representation.delta.step_details, ToolCallDeltaObject)
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and chunk.raw_representation.delta.step_details.tool_calls
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):
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for tool_call in chunk.raw_representation.delta.step_details.tool_calls:
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if (
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isinstance(tool_call, CodeInterpreterToolCallDelta)
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and isinstance(tool_call.code_interpreter, CodeInterpreter)
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and tool_call.code_interpreter.input is not None
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):
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return tool_call.code_interpreter.input
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return None
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async def main() -> None:
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"""Example showing how to use the HostedCodeInterpreterTool with OpenAI Assistants."""
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print("=== OpenAI Assistants Agent with Code Interpreter Example ===")
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async with ChatClientAgent(
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chat_client=OpenAIAssistantsClient(),
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instructions="You are a helpful assistant that can write and execute Python code to solve problems.",
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tools=HostedCodeInterpreterTool(),
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) as agent:
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query = "What is current datetime?"
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print(f"User: {query}")
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print("Agent: ", end="", flush=True)
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generated_code = ""
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async for chunk in agent.run_stream(query):
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if chunk.text:
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print(chunk.text, end="", flush=True)
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code_interpreter_chunk = get_code_interpreter_chunk(chunk)
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if code_interpreter_chunk is not None:
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generated_code += code_interpreter_chunk
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print(f"\nGenerated code:\n{generated_code}")
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if __name__ == "__main__":
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asyncio.run(main())
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